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- 2024
- Working Paper
The Evolution of Financial Services in the United States
By: Robin Greenwood, David S. Scharfstein and Robert Ialenti
This article surveys the literature on the historical growth and transformation of the U.S. financial sector. The sector expanded rapidly between 1980 until 2006, when its contribution to GDP rose from 4.8% to 7.6%. After the Global Financial Crisis, the size of the... View Details
Keywords: Financial Crisis; Financial Institutions; Financial Markets; Growth and Development; Economic Sectors; Financial Services Industry
Greenwood, Robin, David S. Scharfstein, and Robert Ialenti. "The Evolution of Financial Services in the United States." Working Paper, November 2024.
- 2023
- Working Paper
The Stock Market and Bank Risk-Taking
By: David S. Scharfstein and Antonio Falato
Using confidential supervisory risk ratings, we document that banks increase risk after they go public compared to a control group of banks that filed to go public but withdrew their filings for plausibly exogenous reasons. The increase in risk increases short-term... View Details
Scharfstein, David S., and Antonio Falato. "The Stock Market and Bank Risk-Taking." Working Paper, September 2023.
- 2023
- Working Paper
Applications or Approvals: What Drives Racial Disparities in the Paycheck Protection Program?
By: Sergey Chernenko, Nathan Kaplan, Asani Sarkar and David S. Scharfstein
We use the 2020 Small Business Credit Survey to study the sources of racial disparities in use of the Paycheck Protection Program (PPP). Black-owned firms are 8.9 percentage points less likely than observably similar white-owned firms to receive PPP loans. About 55% of... View Details
Chernenko, Sergey, Nathan Kaplan, Asani Sarkar, and David S. Scharfstein. "Applications or Approvals: What Drives Racial Disparities in the Paycheck Protection Program?" NBER Working Paper Series, No. 31172, April 2023.
- 2023
- Working Paper
The Limits of Algorithmic Measures of Race in Studies of Outcome Disparities
By: David S. Scharfstein and Sergey Chernenko
We show that the use of algorithms to predict race has significant limitations in measuring and understanding the sources of racial disparities in finance, economics, and other contexts. First, we derive theoretically the direction and magnitude of measurement bias in... View Details
Keywords: Racial Disparity; Paycheck Protection Program; Measurement Error; AI and Machine Learning; Race; Measurement and Metrics; Equality and Inequality; Prejudice and Bias; Forecasting and Prediction; Outcome or Result
Scharfstein, David S., and Sergey Chernenko. "The Limits of Algorithmic Measures of Race in Studies of Outcome Disparities." Working Paper, April 2023.
- 2021
- Working Paper
Racial Disparities in the Paycheck Protection Program
By: Sergey Chernenko and David S. Scharfstein
Using a large sample of Florida restaurants, we document significant racial disparities in borrowing through the Paycheck Protection Program (PPP) and investigate the causes of these disparities. Black-owned restaurants are 25% less likely to receive PPP loans.... View Details
Keywords: Discrimination; Paycheck Protection Program; Economic Injury Disaster Loans; Bank Lending; Nonbank Lending; Banks and Banking; Financing and Loans; Prejudice and Bias; Race
Chernenko, Sergey, and David S. Scharfstein. "Racial Disparities in the Paycheck Protection Program." SSRN Working Paper Series, August 2021. (NBER Working Paper Series, No. 29748, February 2022.)
- 2021
- Article
ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation
By: Chuang Gan, Jeremy Schwartz, Seth Alter, Damian Mrowca, Martin Schrimpf, James Traer, Julian De Freitas, Jonas Kubilius, Abhishek Bhandwaldar, Nick Haber, Megumi Sano, Kuno Kim, Elias Wang, Michael Lingelbach, Aidan Curtis, Kevin Feigelis, Daniel M. Bear, Dan Gutfreund, David Cox, Antonio Torralba, James J. DiCarlo, Joshua B. Tenenbaum, Josh H. McDermott and Daniel L.K. Yamins
We introduce ThreeDWorld (TDW), a platform for interactive multi-modal physical simulation. TDW enables simulation of high-fidelity sensory data and physical interactions between mobile agents and objects in rich 3D environments. Unique properties include: real-time... View Details
Keywords: Artificial Intelligence; Platform; Interactive Physical Simulation; Virtual Environment; Multi-modal; AI and Machine Learning
Gan, Chuang, Jeremy Schwartz, Seth Alter, Damian Mrowca, Martin Schrimpf, James Traer, Julian De Freitas, Jonas Kubilius, Abhishek Bhandwaldar, Nick Haber, Megumi Sano, Kuno Kim, Elias Wang, Michael Lingelbach, Aidan Curtis, Kevin Feigelis, Daniel M. Bear, Dan Gutfreund, David Cox, Antonio Torralba, James J. DiCarlo, Joshua B. Tenenbaum, Josh H. McDermott, and Daniel L.K. Yamins. "ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation." Conference on Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks Track 35th (2021).
- October 2018 (Revised January 2019)
- Case
The Financial Crisis: Timothy Geithner and the Stress Tests
In February and March 2009, the U.S. economy was in the midst of a terrifying financial and economic crisis. Between the beginning of 2008 and early 2009, four of the 25 largest U.S. financial institutions had failed, and nine of these 25 institutions had taken... View Details
Keywords: Bailout; Regulation; Stress Test; Financial Crisis; History; Economy; Policy; Governing Rules, Regulations, and Reforms; Decision Making; Banking Industry; Financial Services Industry; Real Estate Industry; United States
Hanson, Samuel G., Robin Greenwood, David Scharfstein, and Adi Sunderam. "The Financial Crisis: Timothy Geithner and the Stress Tests." Harvard Business School Case 219-038, October 2018. (Revised January 2019.)
- October 2018 (Revised January 2019)
- Case
The Financial Crisis: Hank Paulson in 2008
On the afternoon of Monday October 13, 2008, Hank Paulson Jr., the Secretary of the Treasury of the United States, walked into the large conference room across the hall from his office in the Treasury Department. Joining him were Federal Reserve Chairman Ben Bernanke,... View Details
Keywords: Bailout; Regulation; Financial Crisis; History; Governing Rules, Regulations, and Reforms; Decision Making; Banking Industry; Financial Services Industry; Real Estate Industry; United States
Sunderam, Adi, Robin Greenwood, Sam Hanson, and David Scharfstein. "The Financial Crisis: Hank Paulson in 2008." Harvard Business School Case 219-037, October 2018. (Revised January 2019.)
- Article
Offline Showrooms in Omni-channel Retail: Demand and Operational Benefits
By: David R. Bell, Santiago Gallino and Antonio Moreno
Omnichannel environments where customers shop online and offline at the same retailer are ubiquitous and are deployed by online-first and traditional retailers alike. We focus on the relatively understudied domain of online-first retailers and the engagement of a key... View Details
Keywords: Experience Attributes; Marketing–operations Interface; Omnichannel Retailing; Quasi-experimental Methods; Retail Operations; Showrooms; Marketing Channels; Demand and Consumers; Performance Efficiency; Retail Industry
Bell, David R., Santiago Gallino, and Antonio Moreno. "Offline Showrooms in Omni-channel Retail: Demand and Operational Benefits." Management Science 64, no. 4 (April 2018): 1629–1651. (Winner of the 2014 POMS Applied Research Challenge. Workshop on Information Systems Economics Overall Best Paper Award 2014.)
- Article
The Store Is Dead—Long Live the Store
By: David R. Bell, Santiago Gallino and Antonio Moreno
In this article, we pursue two interconnected themes: the expansion of online-first retailers into offline stores that serve the purpose of “supercharging” customer value, and the transformation of the stores of offline-first retailers from... View Details
Keywords: Customer Experience; Inventory Control; Omnichannel Retailing; Online Marketing; Marketing Channels; Trends; Transformation; Digital Marketing; Retail Industry
Bell, David R., Santiago Gallino, and Antonio Moreno. "The Store Is Dead—Long Live the Store." MIT Sloan Management Review 59, no. 3 (Spring 2018): 59–66.
- 2018
- Working Paper
Bank Risk-Taking and the Real Economy: Evidence from the Housing Boom and Its Aftermath
By: Antonio Falato, Giovanni Favara and David Scharfstein
We present evidence that pressure to maximize short-term stock prices and earnings leads banks to increase risk. We start by showing that banks increase risk when they transition from private to public ownership through a public listing or an acquisition. The increase... View Details
Falato, Antonio, Giovanni Favara, and David Scharfstein. "Bank Risk-Taking and the Real Economy: Evidence from the Housing Boom and Its Aftermath." Working Paper.
- 2016
- Working Paper
The Stock Market and Bank Risk-Taking
By: David S. Scharfstein and Antonio Falato
We argue that stock market pressure to generate earnings encourages banks to increase risk. We measure risk using confidential supervisory ratings as well as financial information released in regulatory filings. We document that there is an increase in the risk-taking... View Details
Keywords: Stock Market; Financial Markets; Business Earnings; Banks and Banking; Risk and Uncertainty
Scharfstein, David S., and Antonio Falato. "The Stock Market and Bank Risk-Taking." NBER Working Paper Series, No. 22689, September 2016.
- February 2016 (Revised January 2017)
- Case
Bidding for Finansbank
By: David Scharfstein and Esel Çekin
Because of the deepening Greek crisis, in October 2015, National Bank of Greece (NBG) was required to sell one of its most valuable assets, Finansbank, the eighth largest Turkish bank. There were three potential buyers: Garanti Bank, Turkey's second largest private... View Details
Keywords: Banking; Acquisitions; International Acquisition; Cross-border Investment; Bidding; Bidders; Regulations; ROE; Cost Synergies; Regional Growth; Emerging Market; Sales Process; Valuation; Mergers and Acquisitions; Banking Industry; Turkey; Europe
Scharfstein, David, and Esel Çekin. "Bidding for Finansbank." Harvard Business School Case 216-040, February 2016. (Revised January 2017.)
- August 2015
- Article
Dollar Funding and the Lending Behavior of Global Banks
By: Victoria Ivashina, David S. Scharfstein and Jeremy C. Stein
A large share of dollar-denominated lending is done by non-U.S. banks, particularly European banks. We present a model in which such banks cut dollar lending more than euro lending in response to a shock to their credit quality. Because these banks rely on wholesale... View Details
Keywords: Banks; Global Banks; Credit Supply; Dollar Funding; International Finance; Banks and Banking; Banking Industry
Ivashina, Victoria, David S. Scharfstein, and Jeremy C. Stein. "Dollar Funding and the Lending Behavior of Global Banks." Quarterly Journal of Economics 130, no. 3 (August 2015): 1241–1281.
- October 2013 (Revised November 2013)
- Case
Blackstone and the Sale of Citigroup's Loan Portfolio
By: Victoria Ivashina and David Scharfstein
The credit boom that preceded the 2007-2009 financial crisis led to several lending practices that exposed banks to large risks. In particular, when the financial crisis unraveled, there were several billion dollars' worth of leveraged buyout (LBO) loans that were... View Details
Keywords: Restructuring; Private Equity; Insolvency and Bankruptcy; Credit Derivatives and Swaps; Financial Markets; Investment; Banking Industry; Financial Services Industry
Ivashina, Victoria, and David Scharfstein. "Blackstone and the Sale of Citigroup's Loan Portfolio." Harvard Business School Case 214-037, October 2013. (Revised November 2013.)
- October 2013
- Supplement
Oaktree and the Restructuring of CIT Group (B)
By: Victoria Ivashina and David Scharfstein
This supplement presents the actual terms of the rescue financing provided by a group of private investors to CIT. It is intended to be distributed at the end of the discussion of "Oaktree and the Restructuring of CIT Group (A)" (HBS No. 214-035) and can be used as... View Details
Ivashina, Victoria, and David Scharfstein. "Oaktree and the Restructuring of CIT Group (B)." Harvard Business School Supplement 214-036, October 2013.
- Spring 2013
- Article
The Growth of Finance
By: Robin Greenwood and David S. Scharfstein
The U.S. financial services industry grew from 4.9% of GDP in 1980 to 7.9% of GDP in 2007. A sizeable portion of the growth can be explained by rising asset management fees, which in turn were driven by increases in the valuation of tradable assets, particularly... View Details
Greenwood, Robin, and David S. Scharfstein. "The Growth of Finance." Journal of Economic Perspectives 27, no. 2 (Spring 2013): 3–28.
- March 2012
- Article
How to Make Finance Work
By: Robin Greenwood and David S. Scharfstein
Once a sleepy old boys' club, the U.S. financial sector is now a dynamic and growing business that attracts the best and the brightest. It is tempting to declare the industry a roaring success. But its purpose is to serve the needs of U.S. households and firms, and by... View Details
Keywords: Business Ventures; Value; Competitive Advantage; Investment; Performance Evaluation; Household; Financial Crisis; Finance; Financial Services Industry; United States
Greenwood, Robin, and David S. Scharfstein. "How to Make Finance Work." Harvard Business Review 90, no. 3 (March 2012).
- September 2010
- Article
Bank Lending During the Financial Crisis of 2008
This paper documents that new loans to large borrowers fell by 47% during the peak period of the financial crisis (fourth quarter of 2008) relative to the prior quarter and by 79% relative to the peak of the credit boom (second quarter of 2007). New lending for real... View Details
Keywords: Financial Liquidity; Financing and Loans; Credit; Borrowing and Debt; Financial Crisis; Banking Industry
Ivashina, Victoria, and David S. Scharfstein. "Bank Lending During the Financial Crisis of 2008." Journal of Financial Economics 97, no. 3 (September 2010): 319–338.
- June 2010 (Revised November 2013)
- Case
Momentive Performance Materials, Inc.
By: Victoria Ivashina and David Scharfstein
After nearly violating its loan covenants in 2009, Momentive Performance Materials, backed by its financial sponsor Apollo Global Management, took a variety of actions to restructure its debt. The restructuring steps included an open market repurchase of publicly held... View Details
Ivashina, Victoria, and David Scharfstein. "Momentive Performance Materials, Inc." Harvard Business School Case 210-081, June 2010. (Revised November 2013.)